Robot voice control system in noisy condition environment

A voice control and robotics technology, applied in speech analysis, speech recognition, instruments, etc., can solve problems such as neglect, and achieve the effect of enriching modes, adding interest, and improving convenience.

Active Publication Date: 2018-08-24
SHANGHAI UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, industrial human-computer collaborative robots often focus on the research of safety, flexible layout, simple operat...

Method used

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  • Robot voice control system in noisy condition environment
  • Robot voice control system in noisy condition environment
  • Robot voice control system in noisy condition environment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0034] Embodiment one: see figure 1 , Figure 5 , Figure 8 Describe the overall working principle of the system of the present invention. This robot voice control system used in noisy working environment can use natural voice as a medium to control industrial robots (here industrial collaborative robots are used as an example) to make specified actions through this system. The whole system adopts a technical framework combining local noise reduction processing and online speech recognition, including speech semantic online recognition data platform 1, mobile client 2, local voice control device 3 and industrial collaborative robot 4, speech semantic online recognition data platform 1, The mobile client 2 and the local voice control device 3 are connected to each other through a wireless network, and the local voice control device 3 and the industrial collaborative robot 4 are connected through a serial port line. The mobile client 2 connects or builds a wireless network. S...

Embodiment 2

[0036] Embodiment 2: This embodiment is basically the same as Embodiment 1, and the special feature is: see figure 2 , Figure 5 Describe the form and function of the speech semantic online recognition data platform 1, the speech semantic online recognition data platform 1 is a big data platform based on deep learning, and can use the speech open platform of HKUST Xunfei Co., Ltd. to access the speech recognition service, With the functions of semantic VAD, feature recognition, context-based recognition, continuous speech recognition and context understanding, it can perform online speech semantic recognition for speech signals uploaded to the data platform, and can also complete context-based recognition that is difficult to complete in traditional local offline recognition. Large vocabulary continuous speech recognition, the recognition efficiency and accuracy have been greatly improved. In speech recognition acoustic modeling, DNN is used to replace GMM in the GMM-HMM aco...

Embodiment 3

[0037] Embodiment 3: This embodiment is basically the same as Embodiment 1, and the special feature is: see Figure 4 , Figure 5 The structure and function of the local voice control device 3 will be described in detail. see Figure 4 , the local voice control device 3 structurally includes an upper cover 7 and a base 5, the two are connected by bolts to form a box body, wherein the periphery of the upper cover 7 adopts the form of an array of holes, the opening surface is as large as possible, and the number of holes is as dense as possible. In order to ensure the sound pickup effect of the microphone array module 13 integrated in the built-in integrated circuit board 9 and avoid the masking effect. Local voice control device 3 built-in device power supply 8, integrated circuit board 9 and left and right channel audio 6, see Figure 4 , the device power supply 8 and the left and right audio channels 6 are connected to the integrated circuit board 9 through flying wires, w...

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Abstract

The invention discloses a robot voice control system in the noisy condition environment and relates to the industrial robot voice control technology field. In the noisy condition environment, throughcombination of local noise reduction processing and online voice identification, man-machine collaboration is accomplished. The system comprises an online voice meaning identification data platform, amobile client, a local voice control device and an industrial collaboration robot, wherein system networking is realized through the mobile client, the local voice control device is integrated with amicrophone array module to effectively overcome the noisy industrial environment, a voice signal is acquired and transmitted to a voice data core module, after noise reduction, the signal is transmitted to the online voice meaning identification data platform based on depth learning, online voice identification is realized, identification data is returned to the local voice control device, data processing is carried out, the data result is transmitted to the industrial collaboration robot, analysis is carried out through the robot, and instruction motion is further carried out. The system isadvantaged in that the noisy condition environment can be overcome, outstanding use performance is realized, and the application scope is wide.

Description

technical field [0001] The present invention relates to the technical field of industrial robot voice control, in particular to a robot voice control system in a noisy working environment, specifically a set of intelligent voice devices, which combine local noise reduction processing and online voice recognition in an industrial environment The method overcomes the noisy working environment, controls the industrial robot to complete the specified action, and realizes the naturalization and intelligence of human-machine cooperation. Background technique [0002] Voice control technology has always been the most promising technology in the field of robot research. Its advantage lies in the friendly human-computer interaction, which greatly reduces the technical threshold required for robot operation. At present, voice control technology is widely used in fields such as service robots, smart homes, and artificial intelligence, but it is not very popular in industrial production...

Claims

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Application Information

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IPC IPC(8): G10L15/22G10L15/20G10L21/0208G10L21/0216
CPCG10L15/20G10L15/22G10L21/0208G10L21/0216G10L2015/223G10L2021/02082G10L2021/02166
Inventor 刘丽兰孙干高增桂陈恩来孙鹏飞
Owner SHANGHAI UNIV
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